Report: act_report¶

Submitted by Kimberly Peters

INTRODUCTION¶

● The dataset that we will be wrangling (and analyzing and visualizing) is the tweet archive of Twitter user @dog_rates, also known as WeRateDogs. WeRateDogs is a Twitter account that rates people's dogs with a humorous comment about the dog. These ratings almost always have a denominator of 10. The numerators, though? Almost always greater than 10. 11/10, 12/10, 13/10, etc. Why? Because "they're good dogs Brent." WeRateDogs has over 4 million followers and has received international media coverage.

● WeRateDogs downloaded their Twitter archive and sent it to Udacity to use in this project. This archive contains basic tweet data (tweet ID, timestamp, text, etc.) for all 5000+ of their tweets as they stood on August 1, 2017.

❖ GOAL¶

● Main tasks in this project are as follows:

  1. Data wrangling, which consists of:

● Gathering Data

● Assessing Data

● Cleaning Data

  1. Storing, analyzing, and visualizing your wrangled data

  2. Reporting on: a) your data wrangling efforts b) your data analyses and visualizations

● Sharing tweets is one of the main keys for growing a twitter account.

● As a result, we try to use the data at our disposal towards getting a better understanding on what influences the tweet sharing, kind of dogs (breeds, stages) and rating, in order to give some insight to the marketing team.

❖ GENERAL¶

● Let us recall some general statistics, prior to starting analysis. The master clean dataframe has 1976 observations.

act.PNG

❖ VISUALIZATIONS¶

Chart 1: Most popular breed of dog¶

pdb.PNG

This chart shows the most popular breed of dogs in the dataset

Images Of The Most Popular dog breed - Golden Retriever¶

gr.PNG

gr1.PNG

gr2.PNG

Chart 2: Most popular dog stage¶

pds.PNG

This chart shows the most popular dog stage in the dataset

Images Of Most Popular Dog Stages¶

This is the pupper, which is the most popular dog stage¶

pupper.PNG

This is the doggo, which is the second most popular dog stage¶

doggo.PNG

This is the puppo, which is the third most popular dog stage¶

puppo.PNG

Chart 3: Dog's Breed VS Average favorites count¶

dbavc.PNG

This chart shows the relationship between dog breed and average favourite count

Images Of Breed With Highest Average Number Of Favourites¶

This is the Afghan Hound¶

ah.PNG

This is the African Crocodile¶

ac.PNG

❖ INSIGHTS¶

● According to chart 1, the Golden Retriever is the most popular rated dog breed

● According to chart 2, floofers are the least rated dogs with puppers being the most

● According to chart 3, the Afghan_hound has the highest average favourite count